Overview

Dataset statistics

Number of variables31
Number of observations150000
Missing cells19168
Missing cells (%)0.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory35.5 MiB
Average record size in memory248.0 B

Variable types

NUM27
BOOL3
CAT1

Warnings

offerType has constant value "150000" Constant
v_5 is highly correlated with v_2 and 1 other fieldsHigh correlation
v_2 is highly correlated with v_5 and 1 other fieldsHigh correlation
v_6 is highly correlated with v_1 and 1 other fieldsHigh correlation
v_1 is highly correlated with v_6 and 1 other fieldsHigh correlation
v_7 is highly correlated with v_2 and 1 other fieldsHigh correlation
v_8 is highly correlated with v_3High correlation
v_3 is highly correlated with v_8High correlation
v_9 is highly correlated with v_4High correlation
v_4 is highly correlated with v_9 and 1 other fieldsHigh correlation
v_10 is highly correlated with v_1 and 1 other fieldsHigh correlation
v_13 is highly correlated with v_4High correlation
bodyType has 4506 (3.0%) missing values Missing
fuelType has 8680 (5.8%) missing values Missing
gearbox has 5981 (4.0%) missing values Missing
power is highly skewed (γ1 = 65.86317787) Skewed
creatDate is highly skewed (γ1 = -79.01331042) Skewed
SaleID has unique values Unique
model has 11762 (7.8%) zeros Zeros
brand has 31480 (21.0%) zeros Zeros
bodyType has 41420 (27.6%) zeros Zeros
fuelType has 91656 (61.1%) zeros Zeros
power has 12829 (8.6%) zeros Zeros
v_5 has 4485 (3.0%) zeros Zeros
v_6 has 35465 (23.6%) zeros Zeros
v_7 has 5467 (3.6%) zeros Zeros
v_8 has 1597 (1.1%) zeros Zeros
v_9 has 3486 (2.3%) zeros Zeros

Reproduction

Analysis started2020-11-10 20:29:19.915312
Analysis finished2020-11-10 20:31:47.231388
Duration2 minutes and 27.32 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

SaleID
Real number (ℝ≥0)

UNIQUE

Distinct150000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean74999.5
Minimum0
Maximum149999
Zeros1
Zeros (%)< 0.1%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile7499.95
Q137499.75
median74999.5
Q3112499.25
95-th percentile142499.05
Maximum149999
Range149999
Interquartile range (IQR)74999.5

Descriptive statistics

Standard deviation43301.41453
Coefficient of variation (CV)0.5773560427
Kurtosis-1.2
Mean74999.5
Median Absolute Deviation (MAD)37500
Skewness0
Sum1.1249925e+10
Variance1875012500
MonotocityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
20471< 0.1%
 
1139491< 0.1%
 
156611< 0.1%
 
136121< 0.1%
 
33711< 0.1%
 
13221< 0.1%
 
74651< 0.1%
 
54161< 0.1%
 
279431< 0.1%
 
258941< 0.1%
 
Other values (149990)149990> 99.9%
 
ValueCountFrequency (%) 
01< 0.1%
 
11< 0.1%
 
21< 0.1%
 
31< 0.1%
 
41< 0.1%
 
ValueCountFrequency (%) 
1499991< 0.1%
 
1499981< 0.1%
 
1499971< 0.1%
 
1499961< 0.1%
 
1499951< 0.1%
 

name
Real number (ℝ≥0)

Distinct99662
Distinct (%)66.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean68349.17287
Minimum0
Maximum196812
Zeros4
Zeros (%)< 0.1%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile811
Q111156
median51638
Q3118841.25
95-th percentile180617.05
Maximum196812
Range196812
Interquartile range (IQR)107685.25

Descriptive statistics

Standard deviation61103.87509
Coefficient of variation (CV)0.8939958236
Kurtosis-1.039944629
Mean68349.17287
Median Absolute Deviation (MAD)46018
Skewness0.5576057626
Sum1.025237593e+10
Variance3733683552
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
7082820.2%
 
3872820.2%
 
552800.2%
 
15412630.2%
 
2032330.2%
 
532210.1%
 
7132170.1%
 
2901970.1%
 
11861840.1%
 
9111820.1%
 
Other values (99652)14765998.4%
 
ValueCountFrequency (%) 
04< 0.1%
 
31< 0.1%
 
41< 0.1%
 
635< 0.1%
 
71< 0.1%
 
ValueCountFrequency (%) 
1968121< 0.1%
 
1968111< 0.1%
 
1968101< 0.1%
 
1968091< 0.1%
 
1968071< 0.1%
 

regDate
Real number (ℝ≥0)

Distinct3894
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20034170.51
Minimum19910001
Maximum20151212
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum19910001
5-th percentile19950209
Q119990912
median20030912
Q320071109
95-th percentile20120811
Maximum20151212
Range241211
Interquartile range (IQR)80197

Descriptive statistics

Standard deviation53649.87926
Coefficient of variation (CV)0.00267791867
Kurtosis-0.6973078263
Mean20034170.51
Median Absolute Deviation (MAD)40096
Skewness0.02849507907
Sum3.005125577e+12
Variance2878309544
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
200000081800.1%
 
200000111580.1%
 
200000041570.1%
 
200000101570.1%
 
200000021550.1%
 
200000091540.1%
 
200000051510.1%
 
200000011490.1%
 
200000061430.1%
 
200000071420.1%
 
Other values (3884)14845499.0%
 
ValueCountFrequency (%) 
1991000114< 0.1%
 
1991000214< 0.1%
 
1991000312< 0.1%
 
1991000411< 0.1%
 
1991000515< 0.1%
 
ValueCountFrequency (%) 
201512121< 0.1%
 
201512113< 0.1%
 
201512105< 0.1%
 
201512091< 0.1%
 
201512084< 0.1%
 

model
Real number (ℝ≥0)

ZEROS

Distinct248
Distinct (%)0.2%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean47.12902086
Minimum0
Maximum247
Zeros11762
Zeros (%)7.8%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile0
Q110
median30
Q366
95-th percentile162
Maximum247
Range247
Interquartile range (IQR)56

Descriptive statistics

Standard deviation49.53603965
Coefficient of variation (CV)1.051072964
Kurtosis1.740483202
Mean47.12902086
Median Absolute Deviation (MAD)24
Skewness1.484387653
Sum7069306
Variance2453.819225
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0117627.8%
 
1995736.4%
 
484455.6%
 
160384.0%
 
2951863.5%
 
4850523.4%
 
4045023.0%
 
2644963.0%
 
843912.9%
 
3138272.6%
 
Other values (238)8672757.8%
 
ValueCountFrequency (%) 
0117627.8%
 
160384.0%
 
22860.2%
 
39200.6%
 
484455.6%
 
ValueCountFrequency (%) 
2471< 0.1%
 
2467< 0.1%
 
2452< 0.1%
 
2443< 0.1%
 
2434< 0.1%
 

brand
Real number (ℝ≥0)

ZEROS

Distinct40
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.052733333
Minimum0
Maximum39
Zeros31480
Zeros (%)21.0%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile0
Q11
median6
Q313
95-th percentile25
Maximum39
Range39
Interquartile range (IQR)12

Descriptive statistics

Standard deviation7.864956341
Coefficient of variation (CV)0.9766815832
Kurtosis1.076201475
Mean8.052733333
Median Absolute Deviation (MAD)5
Skewness1.150760283
Sum1207910
Variance61.85753825
MonotocityNot monotonic
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%) 
03148021.0%
 
41673711.2%
 
141608910.7%
 
10142499.5%
 
1137949.2%
 
6102176.8%
 
973064.9%
 
546653.1%
 
1338172.5%
 
1129452.0%
 
Other values (30)2870119.1%
 
ValueCountFrequency (%) 
03148021.0%
 
1137949.2%
 
23210.2%
 
324611.6%
 
41673711.2%
 
ValueCountFrequency (%) 
399< 0.1%
 
3865< 0.1%
 
373330.2%
 
362280.2%
 
351800.1%
 

bodyType
Real number (ℝ≥0)

MISSING
ZEROS

Distinct8
Distinct (%)< 0.1%
Missing4506
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean1.792369445
Minimum0
Maximum7
Zeros41420
Zeros (%)27.6%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q33
95-th percentile6
Maximum7
Range7
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.760639503
Coefficient of variation (CV)0.9822972091
Kurtosis0.2069369316
Mean1.792369445
Median Absolute Deviation (MAD)1
Skewness0.991529939
Sum260779
Variance3.099851461
MonotocityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
04142027.6%
 
13527223.5%
 
23032420.2%
 
3134919.0%
 
496096.4%
 
576075.1%
 
664824.3%
 
712890.9%
 
(Missing)45063.0%
 
ValueCountFrequency (%) 
04142027.6%
 
13527223.5%
 
23032420.2%
 
3134919.0%
 
496096.4%
 
ValueCountFrequency (%) 
712890.9%
 
664824.3%
 
576075.1%
 
496096.4%
 
3134919.0%
 

fuelType
Real number (ℝ≥0)

MISSING
ZEROS

Distinct7
Distinct (%)< 0.1%
Missing8680
Missing (%)5.8%
Infinite0
Infinite (%)0.0%
Mean0.3758420606
Minimum0
Maximum6
Zeros91656
Zeros (%)61.1%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum6
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.5486766226
Coefficient of variation (CV)1.459859553
Kurtosis5.8800487
Mean0.3758420606
Median Absolute Deviation (MAD)0
Skewness1.595485994
Sum53114
Variance0.3010460362
MonotocityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%) 
09165661.1%
 
14699131.3%
 
222121.5%
 
32620.2%
 
41180.1%
 
545< 0.1%
 
636< 0.1%
 
(Missing)86805.8%
 
ValueCountFrequency (%) 
09165661.1%
 
14699131.3%
 
222121.5%
 
32620.2%
 
41180.1%
 
ValueCountFrequency (%) 
636< 0.1%
 
545< 0.1%
 
41180.1%
 
32620.2%
 
222121.5%
 

gearbox
Boolean

MISSING

Distinct2
Distinct (%)< 0.1%
Missing5981
Missing (%)4.0%
Memory size1.1 MiB
0
111623 
1
32396 
(Missing)
 
5981
ValueCountFrequency (%) 
011162374.4%
 
13239621.6%
 
(Missing)59814.0%
 

power
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct566
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean119.3165467
Minimum0
Maximum19312
Zeros12829
Zeros (%)8.6%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile0
Q175
median110
Q3150
95-th percentile232
Maximum19312
Range19312
Interquartile range (IQR)75

Descriptive statistics

Standard deviation177.1684192
Coefficient of variation (CV)1.484860433
Kurtosis5733.451054
Mean119.3165467
Median Absolute Deviation (MAD)37
Skewness65.86317787
Sum17897482
Variance31388.64875
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0128298.6%
 
7595936.4%
 
15064954.3%
 
6063744.2%
 
14059634.0%
 
10155373.7%
 
11651773.5%
 
9048903.3%
 
17047913.2%
 
10544573.0%
 
Other values (556)8389455.9%
 
ValueCountFrequency (%) 
0128298.6%
 
18< 0.1%
 
23< 0.1%
 
33< 0.1%
 
49< 0.1%
 
ValueCountFrequency (%) 
193121< 0.1%
 
179321< 0.1%
 
177001< 0.1%
 
174101< 0.1%
 
173221< 0.1%
 

kilometer
Real number (ℝ≥0)

Distinct13
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.59716
Minimum0.5
Maximum15
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum0.5
5-th percentile4
Q112.5
median15
Q315
95-th percentile15
Maximum15
Range14.5
Interquartile range (IQR)2.5

Descriptive statistics

Standard deviation3.919575532
Coefficient of variation (CV)0.3111475549
Kurtosis1.141934188
Mean12.59716
Median Absolute Deviation (MAD)0
Skewness-1.525921365
Sum1889574
Variance15.36307235
MonotocityNot monotonic
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%) 
159687764.6%
 
12.51572210.5%
 
1064594.3%
 
952573.5%
 
845733.0%
 
740842.7%
 
637252.5%
 
531442.1%
 
427181.8%
 
325011.7%
 
Other values (3)49403.3%
 
ValueCountFrequency (%) 
0.518401.2%
 
17460.5%
 
223541.6%
 
325011.7%
 
427181.8%
 
ValueCountFrequency (%) 
159687764.6%
 
12.51572210.5%
 
1064594.3%
 
952573.5%
 
845733.0%
 
Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.1 MiB
0.0
111361 
-
24324 
1.0
14315 
ValueCountFrequency (%) 
0.011136174.2%
 
-2432416.2%
 
1.0143159.5%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length3
Median length3
Mean length2.67568
Min length1

regionCode
Real number (ℝ≥0)

Distinct7905
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2583.077267
Minimum0
Maximum8120
Zeros63
Zeros (%)< 0.1%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile188
Q11018
median2196
Q33843
95-th percentile6244.05
Maximum8120
Range8120
Interquartile range (IQR)2825

Descriptive statistics

Standard deviation1885.363218
Coefficient of variation (CV)0.7298903685
Kurtosis-0.3408317795
Mean2583.077267
Median Absolute Deviation (MAD)1349
Skewness0.6888811779
Sum387461590
Variance3554594.464
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
4193690.2%
 
7642580.2%
 
1251370.1%
 
1761360.1%
 
4621340.1%
 
4281320.1%
 
241300.1%
 
11841300.1%
 
1221290.1%
 
8281260.1%
 
Other values (7895)14831998.9%
 
ValueCountFrequency (%) 
063< 0.1%
 
117< 0.1%
 
226< 0.1%
 
330< 0.1%
 
465< 0.1%
 
ValueCountFrequency (%) 
81201< 0.1%
 
81171< 0.1%
 
81131< 0.1%
 
81121< 0.1%
 
81091< 0.1%
 

seller
Boolean

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.1 MiB
0
149999 
1
 
1
ValueCountFrequency (%) 
0149999> 99.9%
 
11< 0.1%
 

offerType
Boolean

CONSTANT
REJECTED

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.1 MiB
0
150000 
ValueCountFrequency (%) 
0150000100.0%
 

creatDate
Real number (ℝ≥0)

SKEWED

Distinct96
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20160330.79
Minimum20150618
Maximum20160407
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum20150618
5-th percentile20160307
Q120160313
median20160321
Q320160329
95-th percentile20160404
Maximum20160407
Range9789
Interquartile range (IQR)16

Descriptive statistics

Standard deviation106.7328088
Coefficient of variation (CV)5.294199283e-06
Kurtosis6881.080328
Mean20160330.79
Median Absolute Deviation (MAD)8
Skewness-79.01331042
Sum3.024049619e+12
Variance11391.89248
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2016040358483.9%
 
2016040456063.7%
 
2016032054853.7%
 
2016031253833.6%
 
2016040253823.6%
 
2016032153613.6%
 
2016031452783.5%
 
2016032852183.5%
 
2016031952133.5%
 
2016030752033.5%
 
Other values (86)9602364.0%
 
ValueCountFrequency (%) 
201506181< 0.1%
 
201508071< 0.1%
 
201508101< 0.1%
 
201509042< 0.1%
 
201509091< 0.1%
 
ValueCountFrequency (%) 
201604072230.1%
 
201604065050.3%
 
2016040516881.1%
 
2016040456063.7%
 
2016040358483.9%
 

price
Real number (ℝ≥0)

Distinct3763
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5923.327333
Minimum11
Maximum99999
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum11
5-th percentile400
Q11300
median3250
Q37700
95-th percentile19970
Maximum99999
Range99988
Interquartile range (IQR)6400

Descriptive statistics

Standard deviation7501.998477
Coefficient of variation (CV)1.266517627
Kurtosis18.99518336
Mean5923.327333
Median Absolute Deviation (MAD)2351
Skewness3.346486763
Sum888499100
Variance56279981.14
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
50023371.6%
 
150021581.4%
 
120019221.3%
 
100018501.2%
 
250018211.2%
 
60015351.0%
 
350015331.0%
 
80015131.0%
 
200013780.9%
 
99913560.9%
 
Other values (3753)13259788.4%
 
ValueCountFrequency (%) 
112< 0.1%
 
123< 0.1%
 
136< 0.1%
 
141< 0.1%
 
1513< 0.1%
 
ValueCountFrequency (%) 
999995< 0.1%
 
999901< 0.1%
 
999001< 0.1%
 
984301< 0.1%
 
980002< 0.1%
 

v_0
Real number (ℝ≥0)

Distinct143997
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean44.40626753
Minimum30.45197649
Maximum52.30417826
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum30.45197649
5-th percentile40.9957098
Q143.13579888
median44.61026572
Q346.0047209
95-th percentile47.74725825
Maximum52.30417826
Range21.85220177
Interquartile range (IQR)2.868922015

Descriptive statistics

Standard deviation2.457547906
Coefficient of variation (CV)0.05534236591
Kurtosis3.993841049
Mean44.40626753
Median Absolute Deviation (MAD)1.431596579
Skewness-1.316712325
Sum6660940.13
Variance6.039541711
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
45.3491146920< 0.1%
 
48.087216516< 0.1%
 
47.5684503115< 0.1%
 
48.6181496215< 0.1%
 
47.8403568915< 0.1%
 
48.2514302315< 0.1%
 
48.4334397214< 0.1%
 
47.8029890514< 0.1%
 
48.2659073314< 0.1%
 
47.6664440212< 0.1%
 
Other values (143987)14985099.9%
 
ValueCountFrequency (%) 
30.451976491< 0.1%
 
30.60739421< 0.1%
 
30.827899381< 0.1%
 
30.82930161< 0.1%
 
31.002200291< 0.1%
 
ValueCountFrequency (%) 
52.304178261< 0.1%
 
51.881516561< 0.1%
 
51.815421361< 0.1%
 
51.712444761< 0.1%
 
51.704406411< 0.1%
 

v_1
Real number (ℝ)

HIGH CORRELATION

Distinct143998
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.04480912301
Minimum-4.295588903
Maximum7.320308375
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum-4.295588903
5-th percentile-3.315105571
Q1-3.192349286
median-3.052671416
Q34.000669795
95-th percentile5.156493473
Maximum7.320308375
Range11.61589728
Interquartile range (IQR)7.193019081

Descriptive statistics

Standard deviation3.641893018
Coefficient of variation (CV)-81.27570398
Kurtosis-1.753016996
Mean-0.04480912301
Median Absolute Deviation (MAD)0.2473609618
Skewness0.3594542872
Sum-6721.368452
Variance13.26338475
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-3.24513302720< 0.1%
 
3.18332271116< 0.1%
 
1.94273192315< 0.1%
 
3.35494927215< 0.1%
 
2.79673868315< 0.1%
 
3.11668778415< 0.1%
 
2.88685838914< 0.1%
 
3.39624399814< 0.1%
 
3.19536316714< 0.1%
 
3.40029463212< 0.1%
 
Other values (143988)14985099.9%
 
ValueCountFrequency (%) 
-4.2955889031< 0.1%
 
-4.2369042171< 0.1%
 
-4.2002435041< 0.1%
 
-4.1698942831< 0.1%
 
-4.114646811< 0.1%
 
ValueCountFrequency (%) 
7.3203083751< 0.1%
 
7.2996018311< 0.1%
 
7.2704477551< 0.1%
 
7.2513852231< 0.1%
 
7.1895988721< 0.1%
 

v_2
Real number (ℝ)

HIGH CORRELATION

Distinct143997
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.08076505845
Minimum-4.47067143
Maximum19.0354965
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum-4.47067143
5-th percentile-1.78064028
Q1-0.9706712005
median-0.3829468904
Q30.2413348522
95-th percentile1.228078873
Maximum19.0354965
Range23.50616793
Interquartile range (IQR)1.212006053

Descriptive statistics

Standard deviation2.929617945
Coefficient of variation (CV)36.27333405
Kurtosis23.86059102
Mean0.08076505845
Median Absolute Deviation (MAD)0.605197914
Skewness4.842555904
Sum12114.75877
Variance8.582661304
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-0.349859950620< 0.1%
 
0.826576765916< 0.1%
 
0.887762497715< 0.1%
 
-0.158364141815< 0.1%
 
0.980616481415< 0.1%
 
0.030707602515< 0.1%
 
-0.028164446114< 0.1%
 
-0.128923062814< 0.1%
 
0.985872358614< 0.1%
 
0.47056890112< 0.1%
 
Other values (143987)14985099.9%
 
ValueCountFrequency (%) 
-4.470671431< 0.1%
 
-4.1557429051< 0.1%
 
-4.0225342991< 0.1%
 
-3.7413925531< 0.1%
 
-3.7379704212< 0.1%
 
ValueCountFrequency (%) 
19.03549651< 0.1%
 
18.994308911< 0.1%
 
18.802117711< 0.1%
 
18.676413951< 0.1%
 
18.656750781< 0.1%
 

v_3
Real number (ℝ)

HIGH CORRELATION

Distinct143998
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.07883342346
Minimum-7.275036707
Maximum9.854701534
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum-7.275036707
5-th percentile-3.173722911
Q1-1.462580044
median0.09972198465
Q31.565838202
95-th percentile3.34599903
Maximum9.854701534
Range17.12973824
Interquartile range (IQR)3.028418246

Descriptive statistics

Standard deviation2.026514036
Coefficient of variation (CV)25.70627973
Kurtosis-0.4180058877
Mean0.07883342346
Median Absolute Deviation (MAD)1.511755874
Skewness0.1062920405
Sum11825.01352
Variance4.106759138
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-0.218200512320< 0.1%
 
-1.31298998216< 0.1%
 
-2.00661231415< 0.1%
 
-1.61987292515< 0.1%
 
-1.6124324515< 0.1%
 
-1.38275605315< 0.1%
 
-1.88184968114< 0.1%
 
-1.71350925714< 0.1%
 
-1.69095303514< 0.1%
 
-1.19948773912< 0.1%
 
Other values (143988)14985099.9%
 
ValueCountFrequency (%) 
-7.2750367071< 0.1%
 
-5.8170294591< 0.1%
 
-5.500691721< 0.1%
 
-5.4550906721< 0.1%
 
-5.4162551611< 0.1%
 
ValueCountFrequency (%) 
9.8547015341< 0.1%
 
9.3692268641< 0.1%
 
9.1815250541< 0.1%
 
9.1215675291< 0.1%
 
9.1026539621< 0.1%
 

v_4
Real number (ℝ)

HIGH CORRELATION

Distinct143998
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.01787461475
Minimum-4.364565242
Maximum6.82935164
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum-4.364565242
5-th percentile-1.694681469
Q1-0.9211914838
median-0.07591042907
Q30.8687584354
95-th percentile2.100814569
Maximum6.82935164
Range11.19391688
Interquartile range (IQR)1.789949919

Descriptive statistics

Standard deviation1.193661387
Coefficient of variation (CV)66.77969868
Kurtosis-0.1972952432
Mean0.01787461475
Median Absolute Deviation (MAD)0.8881576237
Skewness0.3679889702
Sum2681.192212
Variance1.424827506
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-1.62682823320< 0.1%
 
0.696775176116< 0.1%
 
-0.365899502515< 0.1%
 
-0.364986222215< 0.1%
 
-0.379815392815< 0.1%
 
1.2354578615< 0.1%
 
1.61713592714< 0.1%
 
-0.304814687414< 0.1%
 
-0.393283208114< 0.1%
 
-0.291028604512< 0.1%
 
Other values (143988)14985099.9%
 
ValueCountFrequency (%) 
-4.3645652421< 0.1%
 
-4.2336259661< 0.1%
 
-4.2115009951< 0.1%
 
-4.1561681641< 0.1%
 
-4.0955550321< 0.1%
 
ValueCountFrequency (%) 
6.829351641< 0.1%
 
4.959093981< 0.1%
 
4.9554698031< 0.1%
 
4.877270691< 0.1%
 
4.8465670741< 0.1%
 

v_5
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct139624
Distinct (%)93.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2482035284
Minimum0
Maximum0.2918381131
Zeros4485
Zeros (%)3.0%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile0.2270593411
Q10.2436153531
median0.2577979663
Q30.2652972593
95-th percentile0.2779034901
Maximum0.2918381131
Range0.2918381131
Interquartile range (IQR)0.02168190624

Descriptive statistics

Standard deviation0.04580397102
Coefficient of variation (CV)0.1845419818
Kurtosis22.93408106
Mean0.2482035284
Median Absolute Deviation (MAD)0.009677048151
Skewness-4.737093909
Sum37230.52926
Variance0.002098003761
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
044853.0%
 
0.269405813220< 0.1%
 
0.256226431816< 0.1%
 
0.261082081615< 0.1%
 
0.277096619715< 0.1%
 
0.260995784115< 0.1%
 
0.265763855315< 0.1%
 
0.26312581814< 0.1%
 
0.260631374614< 0.1%
 
0.277397421514< 0.1%
 
Other values (139614)14537796.9%
 
ValueCountFrequency (%) 
044853.0%
 
1.182991951e-051< 0.1%
 
3.541627639e-051< 0.1%
 
4.983770368e-051< 0.1%
 
9.987459124e-051< 0.1%
 
ValueCountFrequency (%) 
0.29183811311< 0.1%
 
0.29162210471< 0.1%
 
0.2914730691< 0.1%
 
0.29143128431< 0.1%
 
0.2912938371< 0.1%
 

v_6
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct109766
Distinct (%)73.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.04492300431
Minimum0
Maximum0.1514195959
Zeros35465
Zeros (%)23.6%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile0
Q13.811099819e-05
median0.0008120586185
Q30.1020092977
95-th percentile0.119640585
Maximum0.1514195959
Range0.1514195959
Interquartile range (IQR)0.1019711867

Descriptive statistics

Standard deviation0.05174278749
Coefficient of variation (CV)1.151810488
Kurtosis-1.742566654
Mean0.04492300431
Median Absolute Deviation (MAD)0.0008120586185
Skewness0.3680730421
Sum6738.450646
Variance0.002677316057
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
03546523.6%
 
5.281627533e-0520< 0.1%
 
0.0934723056316< 0.1%
 
0.0752118678115< 0.1%
 
0.0875616372315< 0.1%
 
0.0950288338515< 0.1%
 
0.0918874552915< 0.1%
 
0.0954522984414< 0.1%
 
0.0887036155314< 0.1%
 
0.0928530516114< 0.1%
 
Other values (109756)11439776.3%
 
ValueCountFrequency (%) 
03546523.6%
 
1.498903956e-081< 0.1%
 
1.855559964e-081< 0.1%
 
3.458416163e-081< 0.1%
 
5.365260697e-081< 0.1%
 
ValueCountFrequency (%) 
0.15141959591< 0.1%
 
0.15110577131< 0.1%
 
0.15038921331< 0.1%
 
0.15032204621< 0.1%
 
0.14991015031< 0.1%
 

v_7
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct138709
Distinct (%)92.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1246924611
Minimum0
Maximum1.404936375
Zeros5467
Zeros (%)3.6%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile0.007337314046
Q10.06247353269
median0.09586589827
Q30.1252429449
95-th percentile0.1681911025
Maximum1.404936375
Range1.404936375
Interquartile range (IQR)0.06276941225

Descriptive statistics

Standard deviation0.2014095303
Coefficient of variation (CV)1.615250261
Kurtosis25.84548929
Mean0.1246924611
Median Absolute Deviation (MAD)0.03105539056
Skewness5.130233019
Sum18703.86917
Variance0.04056579891
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
054673.6%
 
0.124212572220< 0.1%
 
0.130271918216< 0.1%
 
0.13966734415< 0.1%
 
0.0516797522815< 0.1%
 
0.0815952102415< 0.1%
 
0.140907486915< 0.1%
 
0.140864800314< 0.1%
 
0.0729295705814< 0.1%
 
0.045171096214< 0.1%
 
Other values (138699)14439596.3%
 
ValueCountFrequency (%) 
054673.6%
 
8.788703506e-071< 0.1%
 
4.967235703e-061< 0.1%
 
5.313628437e-061< 0.1%
 
7.115923657e-061< 0.1%
 
ValueCountFrequency (%) 
1.4049363751< 0.1%
 
1.4019990121< 0.1%
 
1.3878465941< 0.1%
 
1.3853667871< 0.1%
 
1.3729341791< 0.1%
 

v_8
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct142451
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.05814385476
Minimum0
Maximum0.1607909853
Zeros1597
Zeros (%)1.1%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile0.01353156407
Q10.03533368675
median0.05701359764
Q30.07938157081
95-th percentile0.1087993996
Maximum0.1607909853
Range0.1607909853
Interquartile range (IQR)0.04404788406

Descriptive statistics

Standard deviation0.02918575568
Coefficient of variation (CV)0.5019577013
Kurtosis-0.6362252576
Mean0.05814385476
Median Absolute Deviation (MAD)0.02199898145
Skewness0.204613257
Sum8721.578214
Variance0.0008518083346
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
015971.1%
 
0.0673580088820< 0.1%
 
0.0747416888316< 0.1%
 
0.073268143315< 0.1%
 
0.0759046805915< 0.1%
 
0.0766635564515< 0.1%
 
0.0846955635215< 0.1%
 
0.0786583525914< 0.1%
 
0.0805840454414< 0.1%
 
0.0753755761614< 0.1%
 
Other values (142441)14826598.8%
 
ValueCountFrequency (%) 
015971.1%
 
9.229282312e-071< 0.1%
 
2.029666399e-061< 0.1%
 
4.413213728e-061< 0.1%
 
6.403629719e-061< 0.1%
 
ValueCountFrequency (%) 
0.16079098531< 0.1%
 
0.15970960241< 0.1%
 
0.15776628131< 0.1%
 
0.15557614191< 0.1%
 
0.15384940681< 0.1%
 

v_9
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct140617
Distinct (%)93.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0619958947
Minimum0
Maximum0.2227874876
Zeros3486
Zeros (%)2.3%
Memory size1.1 MiB

Quantile statistics

Minimum0
5-th percentile0.009496496083
Q10.03393017697
median0.05848366702
Q30.08749054835
95-th percentile0.1248414393
Maximum0.2227874876
Range0.2227874876
Interquartile range (IQR)0.05356037137

Descriptive statistics

Standard deviation0.03569197873
Coefficient of variation (CV)0.575715197
Kurtosis-0.3214911789
Mean0.0619958947
Median Absolute Deviation (MAD)0.02654984894
Skewness0.4195007497
Sum9299.384205
Variance0.001273917346
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
034862.3%
 
0.0148667291520< 0.1%
 
0.0827647696816< 0.1%
 
0.101149737815< 0.1%
 
0.0515351016715< 0.1%
 
0.0458773960615< 0.1%
 
0.0467653032515< 0.1%
 
0.0496107149814< 0.1%
 
0.0482027481614< 0.1%
 
0.1108865714< 0.1%
 
Other values (140607)14637697.6%
 
ValueCountFrequency (%) 
034862.3%
 
1.271994569e-061< 0.1%
 
3.552864466e-061< 0.1%
 
5.529589418e-061< 0.1%
 
7.708846052e-061< 0.1%
 
ValueCountFrequency (%) 
0.22278748761< 0.1%
 
0.21361695911< 0.1%
 
0.21176917371< 0.1%
 
0.2110746741< 0.1%
 
0.21040216271< 0.1%
 

v_10
Real number (ℝ)

HIGH CORRELATION

Distinct143997
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.001000238809
Minimum-9.16819241
Maximum12.35701062
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum-9.16819241
5-th percentile-5.65890342
Q1-3.72230288
median1.624076331
Q32.844356776
95-th percentile4.056172056
Maximum12.35701062
Range21.52520303
Interquartile range (IQR)6.566659656

Descriptive statistics

Standard deviation3.772386394
Coefficient of variation (CV)-3771.485731
Kurtosis-0.5779350635
Mean-0.001000238809
Median Absolute Deviation (MAD)2.148033959
Skewness0.02522046412
Sum-150.0358213
Variance14.23089911
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2.32938640620< 0.1%
 
-4.30348055216< 0.1%
 
-3.16323577715< 0.1%
 
-4.75735850315< 0.1%
 
-4.38392889315< 0.1%
 
-4.04739992615< 0.1%
 
-4.68644227214< 0.1%
 
-3.95085720514< 0.1%
 
-4.81588449714< 0.1%
 
-3.87738732512< 0.1%
 
Other values (143987)14985099.9%
 
ValueCountFrequency (%) 
-9.168192411< 0.1%
 
-9.1095250991< 0.1%
 
-8.7988098731< 0.1%
 
-8.7768985451< 0.1%
 
-8.5638862871< 0.1%
 
ValueCountFrequency (%) 
12.357010621< 0.1%
 
12.31930271< 0.1%
 
12.285298821< 0.1%
 
12.180502951< 0.1%
 
12.169001071< 0.1%
 

v_11
Real number (ℝ)

Distinct143997
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.009034543473
Minimum-5.558206704
Maximum18.81904247
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum-5.558206704
5-th percentile-3.373762442
Q1-1.951543007
median-0.3580526972
Q31.255021657
95-th percentile2.840711833
Maximum18.81904247
Range24.37724917
Interquartile range (IQR)3.206564665

Descriptive statistics

Standard deviation3.286071221
Coefficient of variation (CV)363.7229962
Kurtosis12.56873147
Mean0.009034543473
Median Absolute Deviation (MAD)1.603479007
Skewness3.029145813
Sum1355.181521
Variance10.79826407
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-2.25559064420< 0.1%
 
-0.330053027216< 0.1%
 
-1.10794025415< 0.1%
 
-0.802613557815< 0.1%
 
-1.43649360815< 0.1%
 
-0.0798717039715< 0.1%
 
-1.22980565514< 0.1%
 
-1.12489246514< 0.1%
 
-0.305946370814< 0.1%
 
0.0958698500412< 0.1%
 
Other values (143987)14985099.9%
 
ValueCountFrequency (%) 
-5.5582067041< 0.1%
 
-5.4030442251< 0.1%
 
-5.3911541021< 0.1%
 
-5.3665801891< 0.1%
 
-5.3628609911< 0.1%
 
ValueCountFrequency (%) 
18.819042471< 0.1%
 
18.802071841< 0.1%
 
18.801218361< 0.1%
 
18.78710181< 0.1%
 
18.765443011< 0.1%
 

v_12
Real number (ℝ)

Distinct143997
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.004812595252
Minimum-9.639552114
Maximum13.84779152
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum-9.639552114
5-th percentile-3.790116166
Q1-1.871845761
median-0.1307533175
Q31.776932949
95-th percentile4.100404318
Maximum13.84779152
Range23.48734364
Interquartile range (IQR)3.64877871

Descriptive statistics

Standard deviation2.517477676
Coefficient of variation (CV)523.1018908
Kurtosis0.2689373892
Mean0.004812595252
Median Absolute Deviation (MAD)1.819659384
Skewness0.3653576011
Sum721.8892878
Variance6.33769385
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.847433065320< 0.1%
 
2.48629694416< 0.1%
 
2.37525568215< 0.1%
 
3.09796275915< 0.1%
 
2.1044704815< 0.1%
 
2.51577680915< 0.1%
 
2.7697400614< 0.1%
 
2.38738234314< 0.1%
 
2.26027318414< 0.1%
 
2.29105357712< 0.1%
 
Other values (143987)14985099.9%
 
ValueCountFrequency (%) 
-9.6395521141< 0.1%
 
-9.4041058921< 0.1%
 
-9.2888950571< 0.1%
 
-9.2239925771< 0.1%
 
-8.6792900011< 0.1%
 
ValueCountFrequency (%) 
13.847791521< 0.1%
 
13.562011371< 0.1%
 
13.113042841< 0.1%
 
13.083661411< 0.1%
 
12.973056811< 0.1%
 

v_13
Real number (ℝ)

HIGH CORRELATION

Distinct143998
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0003126119439
Minimum-4.153898796
Maximum11.14766861
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum-4.153898796
5-th percentile-1.931083984
Q1-1.057788984
median-0.03624460356
Q30.9428130826
95-th percentile2.187794499
Maximum11.14766861
Range15.30156741
Interquartile range (IQR)2.000602067

Descriptive statistics

Standard deviation1.288987639
Coefficient of variation (CV)4123.283402
Kurtosis-0.4382740227
Mean0.0003126119439
Median Absolute Deviation (MAD)1.002843891
Skewness0.2679151914
Sum46.89179159
Variance1.661489135
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-1.69849692120< 0.1%
 
-0.0434626713516< 0.1%
 
0.54869661415< 0.1%
 
-0.834697159115< 0.1%
 
-0.49945274615< 0.1%
 
-0.367855255115< 0.1%
 
-0.662800105814< 0.1%
 
-0.375957369214< 0.1%
 
1.03732396214< 0.1%
 
-0.477793505712< 0.1%
 
Other values (143988)14985099.9%
 
ValueCountFrequency (%) 
-4.1538987961< 0.1%
 
-4.1027684961< 0.1%
 
-4.0749224081< 0.1%
 
-4.07212171< 0.1%
 
-4.0697420291< 0.1%
 
ValueCountFrequency (%) 
11.147668611< 0.1%
 
5.2497497851< 0.1%
 
5.2495721371< 0.1%
 
5.232337221< 0.1%
 
5.2286021351< 0.1%
 

v_14
Real number (ℝ)

Distinct143998
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.0006882314377
Minimum-6.546555965
Maximum8.658417877
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB

Quantile statistics

Minimum-6.546555965
5-th percentile-2.109160871
Q1-0.4370336682
median0.1412459925
Q30.6803780745
95-th percentile1.365639579
Maximum8.658417877
Range15.20497384
Interquartile range (IQR)1.117411743

Descriptive statistics

Standard deviation1.038685151
Coefficient of variation (CV)-1509.209104
Kurtosis2.393525934
Mean-0.0006882314377
Median Absolute Deviation (MAD)0.5573812386
Skewness-1.186355325
Sum-103.2347157
Variance1.078866844
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.00301493659920< 0.1%
 
-2.29034371516< 0.1%
 
-3.05944411915< 0.1%
 
1.0274867315< 0.1%
 
0.869586171115< 0.1%
 
-1.33041248415< 0.1%
 
-0.550825834814< 0.1%
 
-2.48878148514< 0.1%
 
0.979706133414< 0.1%
 
1.16244764812< 0.1%
 
Other values (143988)14985099.9%
 
ValueCountFrequency (%) 
-6.5465559651< 0.1%
 
-6.1247084981< 0.1%
 
-6.1232919141< 0.1%
 
-6.1132913041< 0.1%
 
-6.0661073981< 0.1%
 
ValueCountFrequency (%) 
8.6584178771< 0.1%
 
2.7439927171< 0.1%
 
2.7294424871< 0.1%
 
2.6973647261< 0.1%
 
2.6288654621< 0.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

Sample

First rows

SaleIDnameregDatemodelbrandbodyTypefuelTypegearboxpowerkilometernotRepairedDamageregionCodesellerofferTypecreatDatepricev_0v_1v_2v_3v_4v_5v_6v_7v_8v_9v_10v_11v_12v_13v_14
007362004040230.061.00.00.06012.50.010460020160404185043.3577963.9663440.0502572.1597441.1437860.2356760.1019880.1295490.0228160.097462-2.8818032.804097-2.4208210.7952920.914762
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221487420040403115.0151.00.00.016312.50.028060020160402622245.9783594.8237921.319524-0.998467-0.9969110.2514100.1149120.1651470.0621730.027075-4.8467491.8035591.565330-0.832687-0.229963
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551376422009060224.0100.01.00.010910.00.036900020160319800046.323165-3.2292850.156615-1.727217-0.3456900.2602460.0005180.1198380.0909220.0487691.885526-2.7219432.457660-0.2869730.206573
6624021999041113.040.00.01.015015.00.030730020160317350046.1043354.9262190.1133111.644606-1.2703810.2679980.1176750.1423340.0254460.028174-4.9022001.610616-0.834605-1.996117-0.103180
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Last rows

SaleIDnameregDatemodelbrandbodyTypefuelTypegearboxpowerkilometernotRepairedDamageregionCodesellerofferTypecreatDatepricev_0v_1v_2v_3v_4v_5v_6v_7v_8v_9v_10v_11v_12v_13v_14
149990149990346612001120741.061.00.00.0608.00.06068002016033145041.583949-3.180839-0.9795533.0723641.8357410.2297190.0000000.1156740.0266960.1236344.0844780.243821-3.5052391.2857900.856962
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1499921499921834992000120632.081.00.00.08215.00.05102002016030995041.993906-3.126642-0.7958361.8089471.2032260.2347360.0000000.1058340.0420960.1024353.735963-0.176973-2.3532030.998859-0.085879
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1499971499971475872010100360.0111.01.00.0906.00.033020020160328750044.733481-3.1057210.595454-2.2790911.4236610.2333530.0007050.1188720.1001180.0979142.439812-1.6306772.2901971.8919220.414931
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